Xiang Meng
6 papers · 2022–2024 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(18)
Venues
Top co-authors
Research topics
Machine Learning
(6)
Artificial Intelligence
(4)
Deep Learning
(4)
Mathematics & Optimization
(4)
Application Areas
(4)
Core AI · Artificial Intelligence
(4)
Optimization
(4)
Architectures
(2)
Learning Types
(2)
Optimization & Theory
(2)
Computer Vision
(1)
Speech & Audio
(1)
Analysis · Computer Vision
(1)
Analysis · Speech & Audio
(1)
Core AI · Computer Vision
(1)
Keywords
combinatorial optimization
(4)
model compression
(3)
sparsity constraint
(2)
large language model
(2)
multimodal learning
(1)
audio-visual learning
(1)
network pruning
(1)
deepfake detection
(1)
integer linear programming
(1)
conjugate gradient
(1)
branch-and-bound algorithm
(1)
sparse model
(1)
masked prediction
(1)
regression task
(1)
audio-visual speech
(1)
face forgery detection
(1)
self-supervised representation
(1)
cross-dataset generalization
(1)
vision model
(1)
one-shot pruning
(1)
Papers
ALPS: Improved Optimization for Highly Sparse One-Shot Pruning for Large Language Models
NeurIPS 2024
FALCON: FLOP-Aware Combinatorial Optimization for Neural Network Pruning
AISTATS 2024
OSSCAR: One-Shot Structured Pruning in Vision and Language Models with Combinatorial Optimization
ICML 2024
SpeechForensics: Audio-Visual Speech Representation Learning for Face Forgery Detection
NeurIPS 2024
Fast as CHITA: Neural Network Pruning with Combinatorial Optimization
ICML 2023
Quant-BnB: A Scalable Branch-and-Bound Method for Optimal Decision Trees with Continuous Features
ICML 2022